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"au:"Konstantinos Spiliopoulos"" — arXiv2 Search
Showing 1–8 of 8 results
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Aug 28, 2023
Kernel Limit for a Class of Recurrent Neural Networks Trained on Ergodic Data Sequences
May 18, 2021
PDE-constrained Models with Neural Network Terms: Optimization and Global Convergence
Nov 13, 2019
Asymptotics of Reinforcement Learning with Neural Networks
Jul 9, 2019
Scaling Limit of Neural Networks with the Xavier Initialization and Convergence to a Global Minimum
May 2, 2018
Mean Field Analysis of Neural Networks: A Law of Large Numbers
Oct 11, 2017
Stochastic Gradient Descent in Continuous Time: A Central Limit Theorem
Aug 24, 2017
DGM: A deep learning algorithm for solving partial differential equations
Nov 17, 2016
Stochastic Gradient Descent in Continuous Time